In this study, we have a research of the small and medium-sized enterprise supply chain supplier based on the AHP. For supply chain management issues in the supplier evaluation establishes the evaluation index system and then uses AHP decide the weight of each evaluation index. Moreover, it uses Linear Weighting Method to study supplier performance from perspective of quantitative research and gives the measurement process. In our empirical research, the applied method is scientific and feasible.